Sebastian Bodenstedt

Heidelberg University, German Cancer Research Center, National Center for Tumor Diseases, Karlsruhe Institute of Technology, Johns Hopkins University

Papers

21

Total Citations

739

H-Index

12

About

No biography available yet.

Research Focus

Computer science21 · 739 citations
Artificial intelligence21 · 739 citations
Computer vision13 · 489 citations
Segmentation8 · 411 citations
Robot11 · 387 citations
Context (archaeology)8 · 316 citations
Machine learning7 · 308 citations
Benchmarking4 · 229 citations
Workflow4 · 193 citations
Medicine9 · 193 citations
Kinematics3 · 188 citations
Surgery7 · 178 citations

Key Achievements

12
H-Index
21
Papers
739
Total Citations
35
Avg Citations/Paper
🏆 Most Cited Paper
2018 Robotic Scene Segmentation Challenge
119 citations · 2020
📈 Most Prolific Year: 2020 (4 Papers)
🤝 Key Collaborators: 238
🏛 Institutions: Heidelberg University, German Cancer Research Center, National Center for Tumor Diseases, Karlsruhe Institute of Technology, Johns Hopkins University

Top Papers

  1. 1
    2018 Robotic Scene Segmentation Challenge
    119 citations · 2020
  2. 2
    Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark
    96 citations · 2023
  3. 3
    Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
    89 citations · 2020
  4. 4
    Artificial Intelligence-Assisted Surgery: Potential and Challenges
    82 citations · 2020
  5. 5
    2017 Robotic Instrument Segmentation Challenge
    57 citations · 2019
  6. 6
    A learning robot for cognitive camera control in minimally invasive surgery
    55 citations · 2021
  7. 7
    Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery
    50 citations · 2018
  8. 8
    Artificial Intelligence for context-aware surgical guidance in complex robot-assisted oncological procedures: An exploratory feasibility study
    41 citations · 2023
  9. 9
    Robust Medical Instrument Segmentation Challenge 2019
    33 citations · 2020
  10. 10
    The importance of machine learning in autonomous actions for surgical decision making
    21 citations · 2022

Key Collaborators

SSStefanie Speidel18 shared papersBPBeat P. Müller‐Stich11 shared papersMWMartin Wagner11 shared papersJWJürgen Weitz8 shared papersLMLena Maier‐Hein7 shared papersMDMarius Distler6 shared papersSLStefan Leger5 shared papersARAnnika Reinke5 shared papersHKHannes Kenngott5 shared papersKKKadir Kirtac4 shared papersFMFranziska Mathis-Ullrich4 shared papersMSMichael Stenzel4 shared papersDSDanail Stoyanov4 shared papersITIsabell Twick4 shared papersYJYueming Jin4 shared papersFRFiona R. Kolbinger4 shared papersJLJon Lindström Bolmgren4 shared papersEHEnes Hosgor4 shared papersPHPheng‐Ann Heng4 shared papersFNFelix Nickel4 shared papers
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